Week 3: Statistical Models for Multivariate Analysis

Weekly Objectives

Use linear regression in R to model continuous outcomes and be able to interpret its parameters
Use logistic regression in R to model binary outcomes and understand odds ratio and relative risk
Understand the logistic link and be able to interpret the parameter estimates in a logistic regression
Use R functions to evaluate model accuracy of a classification model
Understand the bias caused by censoring
Use log-rank test and Cox proportional hazard model in R for survival outcomes